高密度CNN实现的四象限单晶体管突触

R. Domínguez-Castro, Á. Rodríguez-Vázquez, S. Espejo, R. Carmona
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引用次数: 23

摘要

提出了一种线性四象限、电可编程、单晶体管突触策略,适用于CMOS技术中通用大规模并行模拟处理器的实现。它特别适用于具有局部连通性的平移不变处理阵列,并且显著减少了基本处理单元的面积占用和功耗。这允许更高的集成密度,因此,允许在单个芯片上集成更大的阵列。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Four-quadrant one-transistor-synapse for high-density CNN implementations
Presents a linear four-quadrants, electrically-programmable, one-transistor synapse strategy applicable to the implementation of general massively-parallel analog processors in CMOS technology. It is specially suited for translationally-invariant processing arrays with local connectivity, and results in a significant reduction in area occupation and power dissipation of the basic processing units. This allows higher integration densities and therefore, permits the integration of larger arrays on a single chip.
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